Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 3783 |
| Missing cells | 6647 |
| Missing cells (%) | 5.9% |
| Duplicate rows | 124 |
| Duplicate rows (%) | 3.3% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 623.9 B |
Variable types
| Categorical | 17 |
|---|---|
| Text | 3 |
| Numeric | 10 |
study_room has constant value "0" | Constant |
servent_room has constant value "0" | Constant |
store_room has constant value "0" | Constant |
pooja_room has constant value "0" | Constant |
| Dataset has 124 (3.3%) duplicate rows | Duplicates |
Servant room is highly overall correlated with bathroom and 2 other fields | High correlation |
Store room is highly overall correlated with store room | High correlation |
Study room is highly overall correlated with study room | High correlation |
area is highly overall correlated with bathroom and 5 other fields | High correlation |
bathroom is highly overall correlated with Servant room and 6 other fields | High correlation |
bedRoom is highly overall correlated with area and 5 other fields | High correlation |
built_up_area is highly overall correlated with area and 4 other fields | High correlation |
carpet_area is highly overall correlated with area and 5 other fields | High correlation |
facing is highly overall correlated with built_up_area | High correlation |
price is highly overall correlated with area and 7 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
property_type is highly overall correlated with bedRoom and 2 other fields | High correlation |
servant room is highly overall correlated with Servant room and 2 other fields | High correlation |
store room is highly overall correlated with Store room | High correlation |
study room is highly overall correlated with Study room | High correlation |
super_built_up_area is highly overall correlated with Servant room and 8 other fields | High correlation |
agePossession is highly imbalanced (78.2%) | Imbalance |
store room is highly imbalanced (56.4%) | Imbalance |
Store room is highly imbalanced (56.4%) | Imbalance |
facing has 845 (22.3%) missing values | Missing |
super_built_up_area has 1869 (49.4%) missing values | Missing |
built_up_area has 2068 (54.7%) missing values | Missing |
carpet_area has 1842 (48.7%) missing values | Missing |
area is highly skewed (γ1 = 30.22074765) | Skewed |
built_up_area is highly skewed (γ1 = 41.01297647) | Skewed |
carpet_area is highly skewed (γ1 = 24.77700984) | Skewed |
floorNum has 134 (3.5%) zeros | Zeros |
luxury_score has 634 (16.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-06 01:33:02.265381 |
|---|---|
| Analysis finished | 2025-05-06 01:33:32.176274 |
| Duration | 29.91 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
property_type
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.8 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2225747 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | flat |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2941 | |
| house | 842 | 22.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2941 | |
| house | 842 | 22.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2941 | |
| l | 2941 | |
| a | 2941 | |
| t | 2941 | |
| h | 842 | 5.3% |
| o | 842 | 5.3% |
| u | 842 | 5.3% |
| s | 842 | 5.3% |
| e | 842 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15974 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2941 | |
| l | 2941 | |
| a | 2941 | |
| t | 2941 | |
| h | 842 | 5.3% |
| o | 842 | 5.3% |
| u | 842 | 5.3% |
| s | 842 | 5.3% |
| e | 842 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15974 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2941 | |
| l | 2941 | |
| a | 2941 | |
| t | 2941 | |
| h | 842 | 5.3% |
| o | 842 | 5.3% |
| u | 842 | 5.3% |
| s | 842 | 5.3% |
| e | 842 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15974 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2941 | |
| l | 2941 | |
| a | 2941 | |
| t | 2941 | |
| h | 842 | 5.3% |
| o | 842 | 5.3% |
| u | 842 | 5.3% |
| s | 842 | 5.3% |
| e | 842 | 5.3% |
society
Text
| Distinct | 674 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 243.7 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.927816 |
| Min length | 1 |
Unique
| Unique | 291 ? |
|---|---|
| Unique (%) | 7.7% |
Sample
| 1st row | maa bhagwati residency |
|---|---|
| 2nd row | apna enclave |
| 3rd row | tulsiani easy in homes |
| 4th row | smart world orchard |
| 5th row | parkwood westend |
| Value | Count | Frequency (%) |
| independent | 486 | 4.9% |
| the | 362 | 3.6% |
| dlf | 224 | 2.2% |
| park | 219 | 2.2% |
| city | 169 | 1.7% |
| global | 165 | 1.7% |
| signature | 161 | 1.6% |
| m3m | 156 | 1.6% |
| emaar | 155 | 1.6% |
| heights | 139 | 1.4% |
| Other values (783) | 7745 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6898 | 10.8% |
| 6201 | 9.7% | |
| a | 6063 | 9.5% |
| r | 4333 | 6.8% |
| n | 4244 | 6.6% |
| t | 3829 | 6.0% |
| s | 3616 | 5.6% |
| i | 3465 | 5.4% |
| l | 3056 | 4.8% |
| o | 2856 | 4.5% |
| Other values (32) | 19460 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 56769 | |
| Space Separator | 6201 | 9.7% |
| Decimal Number | 549 | 0.9% |
| Uppercase Letter | 484 | 0.8% |
| Other Punctuation | 10 | < 0.1% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6898 | |
| a | 6063 | 10.7% |
| r | 4333 | 7.6% |
| n | 4244 | 7.5% |
| t | 3829 | 6.7% |
| s | 3616 | 6.4% |
| i | 3465 | 6.1% |
| l | 3056 | 5.4% |
| o | 2856 | 5.0% |
| d | 2535 | 4.5% |
| Other values (16) | 15874 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 215 | |
| 2 | 83 | 15.1% |
| 1 | 76 | 13.8% |
| 6 | 62 | 11.3% |
| 8 | 35 | 6.4% |
| 4 | 19 | 3.5% |
| 5 | 17 | 3.1% |
| 9 | 15 | 2.7% |
| 7 | 14 | 2.6% |
| 0 | 13 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 | |
| / | 2 | 20.0% |
| . | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 6201 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 484 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 57253 | |
| Common | 6768 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6898 | |
| a | 6063 | 10.6% |
| r | 4333 | 7.6% |
| n | 4244 | 7.4% |
| t | 3829 | 6.7% |
| s | 3616 | 6.3% |
| i | 3465 | 6.1% |
| l | 3056 | 5.3% |
| o | 2856 | 5.0% |
| d | 2535 | 4.4% |
| Other values (17) | 16358 |
Common
| Value | Count | Frequency (%) |
| 6201 | ||
| 3 | 215 | 3.2% |
| 2 | 83 | 1.2% |
| 1 | 76 | 1.1% |
| 6 | 62 | 0.9% |
| 8 | 35 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 9 | 15 | 0.2% |
| 7 | 14 | 0.2% |
| Other values (5) | 31 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 64021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6898 | 10.8% |
| 6201 | 9.7% | |
| a | 6063 | 9.5% |
| r | 4333 | 6.8% |
| n | 4244 | 6.6% |
| t | 3829 | 6.0% |
| s | 3616 | 5.6% |
| i | 3465 | 5.4% |
| l | 3056 | 4.8% |
| o | 2856 | 4.5% |
| Other values (32) | 19460 |
sector
Text
| Distinct | 123 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 215.8 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.3655829 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 7 |
|---|---|
| 2nd row | sector 3 |
| 3rd row | sohna road |
| 4th row | sector 61 |
| 5th row | sector 92 |
| Value | Count | Frequency (%) |
| sector | 3507 | |
| road | 195 | 2.6% |
| sohna | 175 | 2.3% |
| 102 | 113 | 1.5% |
| 85 | 109 | 1.4% |
| 92 | 105 | 1.4% |
| 69 | 94 | 1.2% |
| 90 | 91 | 1.2% |
| 65 | 90 | 1.2% |
| 81 | 90 | 1.2% |
| Other values (121) | 3028 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3900 | |
| 3830 | ||
| r | 3813 | |
| s | 3788 | |
| e | 3639 | |
| c | 3564 | |
| t | 3531 | |
| 1 | 1071 | 3.0% |
| 0 | 818 | 2.3% |
| a | 805 | 2.3% |
| Other values (24) | 6671 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 24205 | |
| Decimal Number | 7395 | 20.9% |
| Space Separator | 3830 | 10.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 3900 | |
| r | 3813 | |
| s | 3788 | |
| e | 3639 | |
| c | 3564 | |
| t | 3531 | |
| a | 805 | 3.3% |
| d | 283 | 1.2% |
| n | 269 | 1.1% |
| h | 234 | 1.0% |
| Other values (13) | 379 | 1.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1071 | |
| 0 | 818 | |
| 9 | 796 | |
| 8 | 794 | |
| 6 | 751 | |
| 7 | 704 | |
| 3 | 691 | |
| 2 | 687 | |
| 5 | 597 | |
| 4 | 486 |
Space Separator
| Value | Count | Frequency (%) |
| 3830 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 24205 | |
| Common | 11225 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 3900 | |
| r | 3813 | |
| s | 3788 | |
| e | 3639 | |
| c | 3564 | |
| t | 3531 | |
| a | 805 | 3.3% |
| d | 283 | 1.2% |
| n | 269 | 1.1% |
| h | 234 | 1.0% |
| Other values (13) | 379 | 1.6% |
Common
| Value | Count | Frequency (%) |
| 3830 | ||
| 1 | 1071 | 9.5% |
| 0 | 818 | 7.3% |
| 9 | 796 | 7.1% |
| 8 | 794 | 7.1% |
| 6 | 751 | 6.7% |
| 7 | 704 | 6.3% |
| 3 | 691 | 6.2% |
| 2 | 687 | 6.1% |
| 5 | 597 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35430 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 3900 | |
| 3830 | ||
| r | 3813 | |
| s | 3788 | |
| e | 3639 | |
| c | 3564 | |
| t | 3531 | |
| 1 | 1071 | 3.0% |
| 0 | 818 | 2.3% |
| a | 805 | 2.3% |
| Other values (24) | 6671 |
price
Real number (ℝ)
High correlation
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5055579 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.94 |
| median | 1.5 |
| Q3 | 2.7 |
| 95-th percentile | 8.49 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.76 |
Descriptive statistics
| Standard deviation | 2.9504779 |
|---|---|
| Coefficient of variation (CV) | 1.1775732 |
| Kurtosis | 15.263879 |
| Mean | 2.5055579 |
| Median Absolute Deviation (MAD) | 0.71 |
| Skewness | 3.3125368 |
| Sum | 9476.02 |
| Variance | 8.7053197 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.25 | 83 | 2.2% |
| 0.9 | 68 | 1.8% |
| 1.1 | 66 | 1.7% |
| 1.2 | 66 | 1.7% |
| 1.5 | 66 | 1.7% |
| 1.4 | 62 | 1.6% |
| 1.3 | 60 | 1.6% |
| 0.95 | 58 | 1.5% |
| 2 | 56 | 1.5% |
| 1 | 51 | 1.3% |
| Other values (463) | 3146 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 9 | |
| 0.21 | 6 | |
| 0.22 | 9 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 7 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
High correlation
| Distinct | 2650 |
|---|---|
| Distinct (%) | 70.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13798.52 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4717.3 |
| Q1 | 6808.75 |
| median | 9000 |
| Q3 | 13763.25 |
| 95-th percentile | 33208.55 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 6954.5 |
Descriptive statistics
| Standard deviation | 23058.016 |
|---|---|
| Coefficient of variation (CV) | 1.67105 |
| Kurtosis | 186.99776 |
| Mean | 13798.52 |
| Median Absolute Deviation (MAD) | 2757.5 |
| Skewness | 11.439386 |
| Sum | 52186001 |
| Variance | 5.3167208 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10000 | 28 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.4% |
| 12500 | 17 | 0.4% |
| 6666 | 14 | 0.4% |
| 7500 | 14 | 0.4% |
| 11111 | 14 | 0.4% |
| 8333 | 13 | 0.3% |
| 22222 | 13 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2640) | 3622 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
High correlation Skewed
| Distinct | 1968 |
|---|---|
| Distinct (%) | 52.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2846.899 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 519.1 |
| Q1 | 1221.075 |
| median | 1725.15 |
| Q3 | 2295.075 |
| 95-th percentile | 4200.1 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1074 |
Descriptive statistics
| Standard deviation | 22792.358 |
|---|---|
| Coefficient of variation (CV) | 8.0060298 |
| Kurtosis | 973.41815 |
| Mean | 2846.899 |
| Median Absolute Deviation (MAD) | 525.15 |
| Skewness | 30.220748 |
| Sum | 10766972 |
| Variance | 5.194916 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3240 | 43 | 1.1% |
| 2700 | 37 | 1.0% |
| 2000 | 35 | 0.9% |
| 1350 | 34 | 0.9% |
| 1800 | 34 | 0.9% |
| 900 | 30 | 0.8% |
| 1950.1 | 22 | 0.6% |
| 2250 | 22 | 0.6% |
| 1650 | 21 | 0.6% |
| 1000 | 19 | 0.5% |
| Other values (1958) | 3485 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857.1 | 1 | |
| 620000 | 1 | |
| 566666.7 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517.2 | 2 | |
| 65261 | 1 | |
| 58227.8 | 1 |
areaWithType
Text
| Distinct | 2350 |
|---|---|
| Distinct (%) | 62.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 380.4 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 53.920962 |
| Min length | 12 |
Unique
| Unique | 1779 ? |
|---|---|
| Unique (%) | 47.0% |
Sample
| 1st row | Carpet area: 900 (83.61 sq.m.) |
|---|---|
| 2nd row | Carpet area: 650 (60.39 sq.m.) |
| 3rd row | Carpet area: 595 (55.28 sq.m.) |
| 4th row | Carpet area: 1200 (111.48 sq.m.) |
| 5th row | Super Built up area 1345(124.95 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5703 | |
| sq.m | 3759 | |
| up | 3096 | 10.0% |
| built | 2390 | 7.7% |
| super | 1914 | 6.2% |
| sq.ft | 1779 | 5.8% |
| sq.m.)carpet | 1206 | 3.9% |
| carpet | 731 | 2.4% |
| sq.m.)built | 704 | 2.3% |
| plot | 666 | 2.2% |
| Other values (2842) | 8927 |
Most occurring characters
| Value | Count | Frequency (%) |
| 27092 | 13.3% | |
| . | 20827 | 10.2% |
| a | 13478 | 6.6% |
| r | 9689 | 4.7% |
| e | 9558 | 4.7% |
| 1 | 9446 | 4.6% |
| s | 7712 | 3.8% |
| q | 7581 | 3.7% |
| t | 7482 | 3.7% |
| p | 6951 | 3.4% |
| Other values (25) | 84167 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 84611 | |
| Decimal Number | 48209 | |
| Space Separator | 27092 | 13.3% |
| Other Punctuation | 23950 | 11.7% |
| Uppercase Letter | 8799 | 4.3% |
| Close Punctuation | 5661 | 2.8% |
| Open Punctuation | 5661 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13478 | |
| r | 9689 | |
| e | 9558 | |
| s | 7712 | |
| q | 7581 | |
| t | 7482 | |
| p | 6951 | |
| u | 6924 | |
| m | 5671 | |
| l | 3762 | 4.4% |
| Other values (5) | 5803 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9446 | |
| 0 | 6744 | |
| 2 | 5817 | |
| 5 | 4834 | |
| 3 | 4053 | |
| 4 | 3783 | |
| 6 | 3757 | 7.8% |
| 7 | 3328 | 6.9% |
| 8 | 3232 | 6.7% |
| 9 | 3215 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3096 | |
| C | 1941 | |
| S | 1914 | |
| U | 1182 | 13.4% |
| P | 666 | 7.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20827 | |
| : | 3123 | 13.0% |
Space Separator
| Value | Count | Frequency (%) |
| 27092 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5661 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5661 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 110573 | |
| Latin | 93410 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13478 | |
| r | 9689 | |
| e | 9558 | |
| s | 7712 | |
| q | 7581 | |
| t | 7482 | |
| p | 6951 | |
| u | 6924 | |
| m | 5671 | 6.1% |
| l | 3762 | 4.0% |
| Other values (10) | 14602 |
Common
| Value | Count | Frequency (%) |
| 27092 | ||
| . | 20827 | |
| 1 | 9446 | 8.5% |
| 0 | 6744 | 6.1% |
| 2 | 5817 | 5.3% |
| ) | 5661 | 5.1% |
| ( | 5661 | 5.1% |
| 5 | 4834 | 4.4% |
| 3 | 4053 | 3.7% |
| 4 | 3783 | 3.4% |
| Other values (5) | 16655 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 203983 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 27092 | 13.3% | |
| . | 20827 | 10.2% |
| a | 13478 | 6.6% |
| r | 9689 | 4.7% |
| e | 9558 | 4.7% |
| 1 | 9446 | 4.6% |
| s | 7712 | 3.8% |
| q | 7581 | 3.7% |
| t | 7482 | 3.7% |
| p | 6951 | 3.4% |
| Other values (25) | 84167 |
bedRoom
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3251388 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8594222 |
|---|---|
| Coefficient of variation (CV) | 0.55920138 |
| Kurtosis | 18.923485 |
| Mean | 3.3251388 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.5298549 |
| Sum | 12579 |
| Variance | 3.4574509 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 3 | 1545 | |
| 2 | 991 | |
| 4 | 675 | |
| 5 | 200 | 5.3% |
| 1 | 130 | 3.4% |
| 6 | 74 | 2.0% |
| 9 | 40 | 1.1% |
| 8 | 30 | 0.8% |
| 7 | 28 | 0.7% |
| 12 | 27 | 0.7% |
| Other values (9) | 43 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 130 | 3.4% |
| 2 | 991 | |
| 3 | 1545 | |
| 4 | 675 | |
| 5 | 200 | 5.3% |
| 6 | 74 | 2.0% |
| 7 | 28 | 0.7% |
| 8 | 30 | 0.8% |
| 9 | 40 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 11 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 27 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3925456 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9108965 |
|---|---|
| Coefficient of variation (CV) | 0.56326333 |
| Kurtosis | 18.157246 |
| Mean | 3.3925456 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2786636 |
| Sum | 12834 |
| Variance | 3.6515256 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 3 | 1111 | |
| 2 | 1103 | |
| 4 | 836 | |
| 5 | 293 | 7.7% |
| 1 | 159 | 4.2% |
| 6 | 120 | 3.2% |
| 9 | 40 | 1.1% |
| 7 | 39 | 1.0% |
| 8 | 24 | 0.6% |
| 12 | 21 | 0.6% |
| Other values (9) | 37 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 159 | 4.2% |
| 2 | 1103 | |
| 3 | 1111 | |
| 4 | 836 | |
| 5 | 293 | 7.7% |
| 6 | 120 | 3.2% |
| 7 | 39 | 1.0% |
| 8 | 24 | 0.6% |
| 9 | 40 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 7 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 21 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.2254824 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 1445 | |
| 2 | 921 | |
| 3+ | 853 | |
| 1 | 375 | 9.9% |
| 0 | 189 | 5.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2298 | |
| 2 | 921 | |
| 1 | 375 | 9.9% |
| 0 | 189 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2298 | |
| 2 | 921 | |
| + | 853 | 18.4% |
| 1 | 375 | 8.1% |
| 0 | 189 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 | |
| Math Symbol | 853 | 18.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2298 | |
| 2 | 921 | |
| 1 | 375 | 9.9% |
| 0 | 189 | 5.0% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 853 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4636 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2298 | |
| 2 | 921 | |
| + | 853 | 18.4% |
| 1 | 375 | 8.1% |
| 0 | 189 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4636 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2298 | |
| 2 | 921 | |
| + | 853 | 18.4% |
| 1 | 375 | 8.1% |
| 0 | 189 | 4.1% |
floorNum
Real number (ℝ)
Zeros
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8312965 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 134 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0359864 |
|---|---|
| Coefficient of variation (CV) | 0.88357845 |
| Kurtosis | 4.5220051 |
| Mean | 6.8312965 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6920416 |
| Sum | 25713 |
| Variance | 36.433131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 3 | 508 | |
| 2 | 499 | |
| 1 | 363 | 9.6% |
| 4 | 323 | 8.5% |
| 8 | 197 | 5.2% |
| 6 | 186 | 4.9% |
| 10 | 186 | 4.9% |
| 7 | 183 | 4.8% |
| 5 | 177 | 4.7% |
| 9 | 170 | 4.5% |
| Other values (33) | 972 |
| Value | Count | Frequency (%) |
| 0 | 134 | 3.5% |
| 1 | 363 | |
| 2 | 499 | |
| 3 | 508 | |
| 4 | 323 | |
| 5 | 177 | 4.7% |
| 6 | 186 | 4.9% |
| 7 | 183 | 4.8% |
| 8 | 197 | 5.2% |
| 9 | 170 | 4.5% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 2 | |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
High correlation Missing
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 845 |
| Missing (%) | 22.3% |
| Memory size | 207.8 KiB |
| East | |
|---|---|
| North-East | |
| North | |
| West | |
| NotAvailable | |
| Other values (4) |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 7.2797822 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | West |
|---|---|
| 2nd row | West |
| 3rd row | North-East |
| 4th row | South-East |
| 5th row | East |
Common Values
| Value | Count | Frequency (%) |
| East | 639 | |
| North-East | 637 | |
| North | 397 | |
| West | 252 | 6.7% |
| NotAvailable | 252 | 6.7% |
| South | 233 | 6.2% |
| North-West | 199 | 5.3% |
| South-East | 172 | 4.5% |
| South-West | 157 | 4.2% |
| (Missing) | 845 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| east | 639 | |
| north-east | 637 | |
| north | 397 | |
| west | 252 | 8.6% |
| notavailable | 252 | 8.6% |
| south | 233 | 7.9% |
| north-west | 199 | 6.8% |
| south-east | 172 | 5.9% |
| south-west | 157 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 4103 | |
| s | 2056 | |
| o | 2047 | |
| a | 1952 | |
| h | 1795 | |
| N | 1485 | 6.9% |
| E | 1448 | 6.8% |
| r | 1233 | 5.8% |
| - | 1165 | 5.4% |
| e | 860 | 4.0% |
| Other values (8) | 3244 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15868 | |
| Uppercase Letter | 4355 | 20.4% |
| Dash Punctuation | 1165 | 5.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 4103 | |
| s | 2056 | |
| o | 2047 | |
| a | 1952 | |
| h | 1795 | |
| r | 1233 | 7.8% |
| e | 860 | 5.4% |
| u | 562 | 3.5% |
| l | 504 | 3.2% |
| v | 252 | 1.6% |
| Other values (2) | 504 | 3.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1485 | |
| E | 1448 | |
| W | 608 | |
| S | 562 | 12.9% |
| A | 252 | 5.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20223 | |
| Common | 1165 | 5.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 4103 | |
| s | 2056 | |
| o | 2047 | |
| a | 1952 | |
| h | 1795 | |
| N | 1485 | 7.3% |
| E | 1448 | 7.2% |
| r | 1233 | 6.1% |
| e | 860 | 4.3% |
| W | 608 | 3.0% |
| Other values (7) | 2636 |
Common
| Value | Count | Frequency (%) |
| - | 1165 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21388 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 4103 | |
| s | 2056 | |
| o | 2047 | |
| a | 1952 | |
| h | 1795 | |
| N | 1485 | 6.9% |
| E | 1448 | 6.8% |
| r | 1233 | 5.8% |
| - | 1165 | 5.4% |
| e | 860 | 4.0% |
| Other values (8) | 3244 |
agePossession
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 215.6 KiB |
| Undefined | |
|---|---|
| Under Construction | 132 |
Length
| Max length | 18 |
|---|---|
| Median length | 9 |
| Mean length | 9.3140365 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Undefined |
|---|---|
| 2nd row | Undefined |
| 3rd row | Undefined |
| 4th row | Undefined |
| 5th row | Under Construction |
Common Values
| Value | Count | Frequency (%) |
| Undefined | 3651 | |
| Under Construction | 132 | 3.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| undefined | 3651 | |
| under | 132 | 3.4% |
| construction | 132 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 7698 | |
| d | 7434 | |
| e | 7434 | |
| U | 3783 | |
| i | 3783 | |
| f | 3651 | |
| r | 264 | 0.7% |
| o | 264 | 0.7% |
| t | 264 | 0.7% |
| 132 | 0.4% | |
| Other values (4) | 528 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 31188 | |
| Uppercase Letter | 3915 | 11.1% |
| Space Separator | 132 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 7698 | |
| d | 7434 | |
| e | 7434 | |
| i | 3783 | |
| f | 3651 | |
| r | 264 | 0.8% |
| o | 264 | 0.8% |
| t | 264 | 0.8% |
| s | 132 | 0.4% |
| u | 132 | 0.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 3783 | |
| C | 132 | 3.4% |
Space Separator
| Value | Count | Frequency (%) |
| 132 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 35103 | |
| Common | 132 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 7698 | |
| d | 7434 | |
| e | 7434 | |
| U | 3783 | |
| i | 3783 | |
| f | 3651 | |
| r | 264 | 0.8% |
| o | 264 | 0.8% |
| t | 264 | 0.8% |
| C | 132 | 0.4% |
| Other values (3) | 396 | 1.1% |
Common
| Value | Count | Frequency (%) |
| 132 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35235 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 7698 | |
| d | 7434 | |
| e | 7434 | |
| U | 3783 | |
| i | 3783 | |
| f | 3651 | |
| r | 264 | 0.7% |
| o | 264 | 0.7% |
| t | 264 | 0.7% |
| 132 | 0.4% | |
| Other values (4) | 528 | 1.5% |
super_built_up_area
Real number (ℝ)
High correlation Missing
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 1869 |
| Missing (%) | 49.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1921.4083 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 761.05 |
| Q1 | 1457 |
| median | 1827.75 |
| Q3 | 2215 |
| 95-th percentile | 3187.45 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 758 |
Descriptive statistics
| Standard deviation | 767.28268 |
|---|---|
| Coefficient of variation (CV) | 0.39933348 |
| Kurtosis | 10.083867 |
| Mean | 1921.4083 |
| Median Absolute Deviation (MAD) | 372.25 |
| Skewness | 1.8241603 |
| Sum | 3677575.5 |
| Variance | 588722.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1950 | 38 | 1.0% |
| 1650 | 38 | 1.0% |
| 2000 | 26 | 0.7% |
| 1578 | 25 | 0.7% |
| 2150 | 23 | 0.6% |
| 1640 | 22 | 0.6% |
| 2408 | 20 | 0.5% |
| 1900 | 19 | 0.5% |
| 1350 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| Other values (583) | 1666 | |
| (Missing) | 1869 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 2 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 641 |
|---|---|
| Distinct (%) | 37.4% |
| Missing | 2068 |
| Missing (%) | 54.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2367.9157 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 247.3 |
| Q1 | 1112 |
| median | 1650 |
| Q3 | 2399.5 |
| 95-th percentile | 4631.5 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1287.5 |
Descriptive statistics
| Standard deviation | 17810.819 |
|---|---|
| Coefficient of variation (CV) | 7.5217287 |
| Kurtosis | 1692.8981 |
| Mean | 2367.9157 |
| Median Absolute Deviation (MAD) | 600 |
| Skewness | 41.012976 |
| Sum | 4060975.4 |
| Variance | 3.1722528 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1800 | 40 | 1.1% |
| 3240 | 37 | 1.0% |
| 1350 | 34 | 0.9% |
| 1900 | 34 | 0.9% |
| 2700 | 32 | 0.8% |
| 900 | 28 | 0.7% |
| 1600 | 26 | 0.7% |
| 2000 | 25 | 0.7% |
| 1300 | 25 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (631) | 1411 | |
| (Missing) | 2068 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
carpet_area
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 732 |
|---|---|
| Distinct (%) | 37.7% |
| Missing | 1842 |
| Missing (%) | 48.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2486.3909 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 824 |
| median | 1295 |
| Q3 | 1790 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 966 |
Descriptive statistics
| Standard deviation | 22392.404 |
|---|---|
| Coefficient of variation (CV) | 9.005987 |
| Kurtosis | 626.86987 |
| Mean | 2486.3909 |
| Median Absolute Deviation (MAD) | 473 |
| Skewness | 24.77701 |
| Sum | 4826084.7 |
| Variance | 5.0141976 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 36 | 1.0% |
| 1600 | 36 | 1.0% |
| 1200 | 32 | 0.8% |
| 1500 | 30 | 0.8% |
| 1650 | 28 | 0.7% |
| 1350 | 28 | 0.7% |
| 1450 | 23 | 0.6% |
| 1300 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| Other values (722) | 1641 | |
| (Missing) | 1842 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 2 |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
study_room
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3783 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3783 |
servent_room
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3783 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3783 |
store_room
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3783 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3783 |
pooja_room
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3783 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3783 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3783 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3365 | |
| 1 | 418 | 11.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3365 | |
| 1 | 418 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3365 | |
| 1 | 418 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3365 | |
| 1 | 418 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3365 | |
| 1 | 418 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3365 | |
| 1 | 418 | 11.0% |
study room
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
servant room
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
store room
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 | |
|---|---|
| 1 | 340 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3127 | |
| 1 | 656 | 17.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3127 | |
| 1 | 656 | 17.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3127 | |
| 1 | 656 | 17.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3127 | |
| 1 | 656 | 17.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3127 | |
| 1 | 656 | 17.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3127 | |
| 1 | 656 | 17.3% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 210 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2522 | |
| 2 | 1051 | |
| 1 | 210 | 5.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2522 | |
| 2 | 1051 | |
| 1 | 210 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2522 | |
| 2 | 1051 | |
| 1 | 210 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2522 | |
| 2 | 1051 | |
| 1 | 210 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2522 | |
| 2 | 1051 | |
| 1 | 210 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2522 | |
| 2 | 1051 | |
| 1 | 210 | 5.6% |
Study room
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3070 | |
| 1 | 713 | 18.8% |
Servant room
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2437 | |
| 1 | 1346 |
Store room
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.8 KiB |
| 0 | |
|---|---|
| 1 | 340 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3783 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3783 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3443 | |
| 1 | 340 | 9.0% |
luxury_score
Real number (ℝ)
Zeros
| Distinct | 160 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.715834 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 634 |
| Zeros (%) | 16.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 24 |
| median | 53 |
| Q3 | 109 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 85 |
Descriptive statistics
| Standard deviation | 54.567235 |
|---|---|
| Coefficient of variation (CV) | 0.79409988 |
| Kurtosis | -0.93364054 |
| Mean | 68.715834 |
| Median Absolute Deviation (MAD) | 43 |
| Skewness | 0.46516108 |
| Sum | 259952 |
| Variance | 2977.5832 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 634 | 16.8% |
| 49 | 348 | 9.2% |
| 174 | 196 | 5.2% |
| 44 | 59 | 1.6% |
| 38 | 58 | 1.5% |
| 72 | 56 | 1.5% |
| 165 | 55 | 1.5% |
| 37 | 49 | 1.3% |
| 42 | 46 | 1.2% |
| 7 | 43 | 1.1% |
| Other values (150) | 2239 |
| Value | Count | Frequency (%) |
| 0 | 634 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 43 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 7 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 42 | 1.1% |
| Value | Count | Frequency (%) |
| 174 | 196 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 11 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 27 | 0.7% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
Interactions
Correlations
| Servant room | Store room | Study room | agePossession | area | balcony | bathroom | bedRoom | built_up_area | carpet_area | facing | floorNum | furnishing_type | luxury_score | others | pooja room | price | price_per_sqft | property_type | servant room | store room | study room | super_built_up_area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Servant room | 1.000 | 0.159 | 0.178 | 0.093 | 0.015 | 0.416 | 0.518 | 0.316 | 0.000 | 0.000 | 0.174 | 0.082 | 0.267 | 0.366 | 0.000 | 0.248 | 0.368 | 0.041 | 0.066 | 0.999 | 0.159 | 0.178 | 0.588 |
| Store room | 0.159 | 1.000 | 0.223 | 0.044 | 0.039 | 0.165 | 0.241 | 0.223 | 0.000 | 0.000 | 0.044 | 0.107 | 0.159 | 0.235 | 0.102 | 0.306 | 0.300 | 0.000 | 0.241 | 0.159 | 0.998 | 0.223 | 0.043 |
| Study room | 0.178 | 0.223 | 1.000 | 0.000 | 0.018 | 0.201 | 0.170 | 0.150 | 0.000 | 0.005 | 0.067 | 0.076 | 0.135 | 0.196 | 0.027 | 0.310 | 0.242 | 0.029 | 0.124 | 0.178 | 0.223 | 0.999 | 0.116 |
| agePossession | 0.093 | 0.044 | 0.000 | 1.000 | 0.000 | 0.000 | 0.080 | 0.082 | 0.000 | 0.000 | 0.042 | 0.084 | 0.120 | 0.103 | 0.008 | 0.076 | 0.044 | 0.000 | 0.085 | 0.093 | 0.044 | 0.000 | 0.088 |
| area | 0.015 | 0.039 | 0.018 | 0.000 | 1.000 | 0.006 | 0.692 | 0.631 | 0.837 | 0.806 | 0.023 | 0.116 | 0.043 | 0.257 | 0.041 | 0.038 | 0.745 | 0.205 | 0.029 | 0.015 | 0.039 | 0.018 | 0.949 |
| balcony | 0.416 | 0.165 | 0.201 | 0.000 | 0.006 | 1.000 | 0.201 | 0.155 | 0.000 | 0.025 | 0.227 | 0.125 | 0.151 | 0.238 | 0.078 | 0.145 | 0.137 | 0.043 | 0.338 | 0.416 | 0.165 | 0.201 | 0.304 |
| bathroom | 0.518 | 0.241 | 0.170 | 0.080 | 0.692 | 0.201 | 1.000 | 0.863 | 0.491 | 0.611 | 0.035 | -0.003 | 0.191 | 0.192 | 0.064 | 0.282 | 0.721 | 0.406 | 0.468 | 0.518 | 0.241 | 0.170 | 0.822 |
| bedRoom | 0.316 | 0.223 | 0.150 | 0.082 | 0.631 | 0.155 | 0.863 | 1.000 | 0.404 | 0.582 | 0.070 | -0.096 | 0.164 | 0.079 | 0.070 | 0.289 | 0.683 | 0.411 | 0.591 | 0.316 | 0.223 | 0.150 | 0.802 |
| built_up_area | 0.000 | 0.000 | 0.000 | 0.000 | 0.837 | 0.000 | 0.491 | 0.404 | 1.000 | 0.967 | 1.000 | 0.086 | 0.090 | 0.281 | 0.000 | 0.000 | 0.604 | 0.129 | 0.000 | 0.000 | 0.000 | 0.000 | 0.927 |
| carpet_area | 0.000 | 0.000 | 0.005 | 0.000 | 0.806 | 0.025 | 0.611 | 0.582 | 0.967 | 1.000 | 0.000 | 0.150 | 0.000 | 0.242 | 0.017 | 0.000 | 0.622 | 0.142 | 0.000 | 0.000 | 0.000 | 0.005 | 0.895 |
| facing | 0.174 | 0.044 | 0.067 | 0.042 | 0.023 | 0.227 | 0.035 | 0.070 | 1.000 | 0.000 | 1.000 | 0.087 | 0.116 | 0.195 | 0.037 | 0.070 | 0.028 | 0.050 | 0.489 | 0.174 | 0.044 | 0.067 | 0.000 |
| floorNum | 0.082 | 0.107 | 0.076 | 0.084 | 0.116 | 0.125 | -0.003 | -0.096 | 0.086 | 0.150 | 0.087 | 1.000 | 0.029 | 0.213 | 0.029 | 0.098 | 0.004 | -0.120 | 0.471 | 0.082 | 0.107 | 0.076 | 0.156 |
| furnishing_type | 0.267 | 0.159 | 0.135 | 0.120 | 0.043 | 0.151 | 0.191 | 0.164 | 0.090 | 0.000 | 0.116 | 0.029 | 1.000 | 0.248 | 0.055 | 0.213 | 0.174 | 0.020 | 0.087 | 0.267 | 0.159 | 0.135 | 0.133 |
| luxury_score | 0.366 | 0.235 | 0.196 | 0.103 | 0.257 | 0.238 | 0.192 | 0.079 | 0.281 | 0.242 | 0.195 | 0.213 | 0.248 | 1.000 | 0.180 | 0.206 | 0.211 | 0.055 | 0.278 | 0.366 | 0.235 | 0.196 | 0.234 |
| others | 0.000 | 0.102 | 0.027 | 0.008 | 0.041 | 0.078 | 0.064 | 0.070 | 0.000 | 0.017 | 0.037 | 0.029 | 0.055 | 0.180 | 1.000 | 0.029 | 0.033 | 0.035 | 0.022 | 0.000 | 0.102 | 0.027 | 0.082 |
| pooja room | 0.248 | 0.306 | 0.310 | 0.076 | 0.038 | 0.145 | 0.282 | 0.289 | 0.000 | 0.000 | 0.070 | 0.098 | 0.213 | 0.206 | 0.029 | 1.000 | 0.334 | 0.044 | 0.252 | 0.248 | 0.306 | 0.310 | 0.154 |
| price | 0.368 | 0.300 | 0.242 | 0.044 | 0.745 | 0.137 | 0.721 | 0.683 | 0.604 | 0.622 | 0.028 | 0.004 | 0.174 | 0.211 | 0.033 | 0.334 | 1.000 | 0.743 | 0.541 | 0.368 | 0.300 | 0.242 | 0.774 |
| price_per_sqft | 0.041 | 0.000 | 0.029 | 0.000 | 0.205 | 0.043 | 0.406 | 0.411 | 0.129 | 0.142 | 0.050 | -0.120 | 0.020 | 0.055 | 0.035 | 0.044 | 0.743 | 1.000 | 0.199 | 0.041 | 0.000 | 0.029 | 0.286 |
| property_type | 0.066 | 0.241 | 0.124 | 0.085 | 0.029 | 0.338 | 0.468 | 0.591 | 0.000 | 0.000 | 0.489 | 0.471 | 0.087 | 0.278 | 0.022 | 0.252 | 0.541 | 0.199 | 1.000 | 0.066 | 0.241 | 0.124 | 1.000 |
| servant room | 0.999 | 0.159 | 0.178 | 0.093 | 0.015 | 0.416 | 0.518 | 0.316 | 0.000 | 0.000 | 0.174 | 0.082 | 0.267 | 0.366 | 0.000 | 0.248 | 0.368 | 0.041 | 0.066 | 1.000 | 0.159 | 0.178 | 0.588 |
| store room | 0.159 | 0.998 | 0.223 | 0.044 | 0.039 | 0.165 | 0.241 | 0.223 | 0.000 | 0.000 | 0.044 | 0.107 | 0.159 | 0.235 | 0.102 | 0.306 | 0.300 | 0.000 | 0.241 | 0.159 | 1.000 | 0.223 | 0.043 |
| study room | 0.178 | 0.223 | 0.999 | 0.000 | 0.018 | 0.201 | 0.170 | 0.150 | 0.000 | 0.005 | 0.067 | 0.076 | 0.135 | 0.196 | 0.027 | 0.310 | 0.242 | 0.029 | 0.124 | 0.178 | 0.223 | 1.000 | 0.116 |
| super_built_up_area | 0.588 | 0.043 | 0.116 | 0.088 | 0.949 | 0.304 | 0.822 | 0.802 | 0.927 | 0.895 | 0.000 | 0.156 | 0.133 | 0.234 | 0.082 | 0.154 | 0.774 | 0.286 | 1.000 | 0.588 | 0.043 | 0.116 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study_room | servent_room | store_room | pooja_room | others | study room | servant room | store room | pooja room | furnishing_type | Study room | Servant room | Store room | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | maa bhagwati residency | sector 7 | 0.45 | 5000.0 | 900.0 | Carpet area: 900 (83.61 sq.m.) | 2 | 2 | 1 | 4.0 | West | Undefined | NaN | NaN | 900.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 28 |
| 1 | flat | apna enclave | sector 3 | 0.50 | 7692.0 | 650.0 | Carpet area: 650 (60.39 sq.m.) | 2 | 2 | 1 | 1.0 | West | Undefined | NaN | NaN | 650.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 37 |
| 2 | flat | tulsiani easy in homes | sohna road | 0.40 | 6722.0 | 595.1 | Carpet area: 595 (55.28 sq.m.) | 2 | 2 | 3 | 12.0 | NaN | Undefined | NaN | NaN | 595.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 36 |
| 3 | flat | smart world orchard | sector 61 | 1.47 | 12250.0 | 1200.0 | Carpet area: 1200 (111.48 sq.m.) | 2 | 2 | 2 | 2.0 | NaN | Undefined | NaN | NaN | 1200.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 76 |
| 4 | flat | parkwood westend | sector 92 | 0.70 | 5204.0 | 1345.1 | Super Built up area 1345(124.95 sq.m.) | 2 | 2 | 3 | 5.0 | NaN | Under Construction | 1345.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 5 | flat | signature global infinity mall | sector 36 | 0.41 | 6269.0 | 654.0 | Built Up area: 654 (60.76 sq.m.) | 2 | 2 | 3 | 3.0 | NaN | Undefined | NaN | 654.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | flat | the cocoon | dwarka expressway | 2.00 | 13333.0 | 1500.0 | Super Built up area 1500(139.35 sq.m.) | 3 | 3 | 3 | 5.0 | NaN | Undefined | 1500.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | flat | ats triumph | sector 104 | 1.80 | 7860.0 | 2290.1 | Carpet area: 2290 (212.75 sq.m.) | 3 | 4 | 3 | 14.0 | NaN | Undefined | NaN | NaN | 2290.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 60 |
| 8 | flat | vatika xpressions | sector 88b | 1.10 | 8148.0 | 1350.0 | Built Up area: 1350 (125.42 sq.m.)Carpet area: 1050 sq.ft. (97.55 sq.m.) | 2 | 4 | 3+ | 2.0 | North-East | Under Construction | NaN | 1350.0 | 1050.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 58 |
| 9 | flat | raheja revanta | sector 78 | 4.75 | 16885.0 | 2813.1 | Built Up area: 2813 (261.34 sq.m.) | 3 | 3 | 2 | 31.0 | NaN | Undefined | NaN | 2813.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 100 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study_room | servent_room | store_room | pooja_room | others | study room | servant room | store room | pooja room | furnishing_type | Study room | Servant room | Store room | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3773 | house | Independent | sector 31 | 3.50 | 24155.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 4 | 3 | 3 | 2.0 | South-West | Undefined | NaN | 1449.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 1 | 81 |
| 3774 | house | Independent | sector 46 | 5.65 | 23870.0 | 2367.0 | Plot area 263(219.9 sq.m.) | 8 | 6 | 3 | 3.0 | South-West | Undefined | NaN | 2367.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 67 |
| 3775 | house | Independent | sector 46 | 3.55 | 24500.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 5 | 4 | 3 | 3.0 | North-West | Undefined | NaN | 1449.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 73 |
| 3776 | house | Independent | sector 46 | 3.60 | 24845.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 5 | 5 | 3 | 3.0 | South-East | Undefined | NaN | 1449.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 0 | 75 |
| 3777 | house | Independent | sector 55 | 3.10 | 20026.0 | 1548.0 | Plot area 172(143.81 sq.m.) | 5 | 4 | 3 | 2.0 | North-East | Undefined | NaN | 1548.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 2 | 0 | 1 | 1 | 59 |
| 3778 | house | Independent | sector 57 | 4.75 | 28787.0 | 1650.0 | Plot area 1600(148.64 sq.m.)Built Up area: 1700 sq.ft. (157.94 sq.m.)Carpet area: 1650 sq.ft. (153.29 sq.m.) | 3 | 3 | 3 | 2.0 | North-West | Undefined | NaN | 1700.0 | 1650.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 1 | 96 |
| 3779 | house | dlf city phase 1 | sector 26 | 5.50 | 30556.0 | 1800.0 | Plot area 200(167.23 sq.m.) | 4 | 4 | 3 | 2.0 | North-East | Undefined | NaN | 1800.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 69 |
| 3780 | house | dlf city plots phase 2 | sector 25 | 4.25 | 31481.0 | 1350.0 | Plot area 150(125.42 sq.m.) | 3 | 2 | 3 | 2.0 | North | Undefined | NaN | 1350.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 35 |
| 3781 | house | dlf city phase 1 | sector 26 | 4.50 | 33333.0 | 1350.0 | Plot area 150(125.42 sq.m.) | 3 | 3 | 2 | 2.0 | East | Undefined | NaN | 1350.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 70 |
| 3782 | house | dlf city phase 1 | sector 26 | 3.25 | 33129.0 | 981.0 | Plot area 109(91.14 sq.m.) | 3 | 3 | 3 | 2.0 | West | Undefined | NaN | 981.0 | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 79 |
Duplicate rows
Most frequently occurring
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study_room | servent_room | store_room | pooja_room | others | study room | servant room | store room | pooja room | furnishing_type | Study room | Servant room | Store room | luxury_score | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | ambience caitriona | sector 24 | 14.00 | 200000.0 | 700.0 | Built Up area: 700 (65.03 sq.m.) | 4 | 5 | 3 | 3.0 | East | Undefined | NaN | 700.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 1 | flat | ansal heights 86 | sector 86 | 0.90 | 5325.0 | 1690.1 | Built Up area: 1690 (157.01 sq.m.) | 3 | 3 | 2 | 10.0 | NaN | Undefined | NaN | 1690.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 29 | 2 |
| 2 | flat | ansal heights 86 | sector 86 | 1.30 | 4666.0 | 2786.1 | Super Built up area 2786(258.83 sq.m.) | 4 | 6 | 2 | 11.0 | East | Undefined | 2786.0 | NaN | NaN | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 86 | 2 |
| 3 | flat | ansal housing highland park | sector 103 | 0.88 | 6429.0 | 1368.8 | Super Built up area 1361(126.44 sq.m.) | 2 | 2 | 3 | 3.0 | NaN | Undefined | 1361.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 | 2 |
| 4 | flat | antriksh heights | sector 84 | 0.85 | 5556.0 | 1529.9 | Super Built up area 1350(125.42 sq.m.) | 2 | 2 | 3 | 10.0 | North-West | Undefined | 1350.0 | NaN | NaN | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 24 | 2 |
| 5 | flat | apartment | sector 92 | 0.75 | 4687.0 | 1600.2 | Carpet area: 1600 (148.64 sq.m.) | 3 | 4 | 3 | 2.0 | East | Undefined | NaN | NaN | 1600.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 113 | 2 |
| 6 | flat | ashiana anmol | sohna road | 0.88 | 11125.0 | 791.0 | Super Built up area 1275(118.45 sq.m.)Carpet area: 791 sq.ft. (73.49 sq.m.) | 2 | 2 | 2 | 13.0 | East | Undefined | 1275.0 | NaN | 791.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 127 | 2 |
| 7 | flat | assotech blith | sector 99 | 0.92 | 6739.0 | 1365.2 | Super Built up area 1365(126.81 sq.m.) | 2 | 2 | 3+ | 22.0 | NaN | Under Construction | 1365.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 56 | 2 |
| 8 | flat | assotech blith | sector 99 | 1.90 | 6702.0 | 2835.0 | Built Up area: 2835 (263.38 sq.m.) | 4 | 4 | 3+ | 2.0 | North-East | Undefined | NaN | 2835.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 9 | flat | ats tourmaline | sector 109 | 2.30 | 8897.0 | 2585.1 | Super Built up area 2585(240.15 sq.m.) | 3 | 4 | 3+ | 10.0 | East | Undefined | 2585.0 | NaN | NaN | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 74 | 2 |